Table Data - All Employees: Other Services: Personal and Laundry Services in Pennsylvania
| Title | All Employees: Other Services: Personal and Laundry Services in Pennsylvania |
|---|---|
| Series ID | SMU42000008081200001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-05-01 |
| Last Updated | 2026-06-24 10:03 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 53.4210148733128 |
| 1990-02-01 | 53.5906116739019 |
| 1990-03-01 | 53.6483323420816 |
| 1990-04-01 | 53.5894125691363 |
| 1990-05-01 | 53.4446858484193 |
| 1990-06-01 | 54.0285723371877 |
| 1990-07-01 | 54.1757359431884 |
| 1990-08-01 | 54.5019939994614 |
| 1990-09-01 | 54.4551303298655 |
| 1990-10-01 | 53.3196931627159 |
| 1990-11-01 | 53.3994832502989 |
| 1990-12-01 | 53.5290820358921 |
| 1991-01-01 | 52.8197687079078 |
| 1991-02-01 | 52.7967852370922 |
| 1991-03-01 | 52.6484025209399 |
| 1991-04-01 | 52.5617202940674 |
| 1991-05-01 | 52.3509469221159 |
| 1991-06-01 | 52.3291355466471 |
| 1991-07-01 | 52.0799165645910 |
| 1991-08-01 | 51.9092835524985 |
| 1991-09-01 | 51.8706569127245 |
| 1991-10-01 | 51.6221228836579 |
| 1991-11-01 | 51.4018444864986 |
| 1991-12-01 | 51.5158057983022 |
| 1992-01-01 | 51.8153598070052 |
| 1992-02-01 | 51.5975056741781 |
| 1992-03-01 | 51.5594386506839 |
| 1992-04-01 | 51.4143687870558 |
| 1992-05-01 | 51.5551248749322 |
| 1992-06-01 | 51.4343125074664 |
| 1992-07-01 | 51.4882145387726 |
| 1992-08-01 | 51.4211245183096 |
| 1992-09-01 | 51.4971134377471 |
| 1992-10-01 | 51.9214788869090 |
| 1992-11-01 | 51.6195696087899 |
| 1992-12-01 | 51.4946183963565 |
| 1993-01-01 | 51.7037257173536 |
| 1993-02-01 | 51.5900453293921 |
| 1993-03-01 | 51.3751181009568 |
| 1993-04-01 | 51.9591390591528 |
| 1993-05-01 | 51.7580333097044 |
| 1993-06-01 | 51.6367985901449 |
| 1993-07-01 | 51.8005203220850 |
| 1993-08-01 | 51.6325279385639 |
| 1993-09-01 | 51.5337755798380 |
| 1993-10-01 | 51.6280038301433 |
| 1993-11-01 | 51.5389423814553 |
| 1993-12-01 | 51.3823545922410 |
| 1994-01-01 | 51.0729524294004 |
| 1994-02-01 | 50.9759219308040 |
| 1994-03-01 | 50.9962283270645 |
| 1994-04-01 | 51.9974587373158 |
| 1994-05-01 | 51.6522274553683 |
| 1994-06-01 | 51.7501575376403 |
| 1994-07-01 | 51.5171671945406 |
| 1994-08-01 | 51.5353341605559 |
| 1994-09-01 | 51.7714500113206 |
| 1994-10-01 | 51.5403022008258 |
| 1994-11-01 | 51.6700365680300 |
| 1994-12-01 | 51.7774554140836 |
| 1995-01-01 | 51.6348386621250 |
| 1995-02-01 | 51.8539085168906 |
| 1995-03-01 | 51.7136499166247 |
| 1995-04-01 | 51.7359913676072 |
| 1995-05-01 | 51.8410397462145 |
| 1995-06-01 | 51.8593078609757 |
| 1995-07-01 | 51.9401196319569 |
| 1995-08-01 | 52.1384193925185 |
| 1995-09-01 | 52.0945414047622 |
| 1995-10-01 | 52.1719015102008 |
| 1995-11-01 | 52.1066379760640 |
| 1995-12-01 | 52.2926092084491 |
| 1996-01-01 | 51.6906663525981 |
| 1996-02-01 | 52.3127011081013 |
| 1996-03-01 | 52.4196537965017 |
| 1996-04-01 | 52.5901416157002 |
| 1996-05-01 | 52.7174800425594 |
| 1996-06-01 | 52.9693935898357 |
| 1996-07-01 | 53.0654001989999 |
| 1996-08-01 | 53.0424962880987 |
| 1996-09-01 | 53.0949765407437 |
| 1996-10-01 | 53.3153932180595 |
| 1996-11-01 | 53.4631333648619 |
| 1996-12-01 | 53.5205606213664 |
| 1997-01-01 | 53.7478889555736 |
| 1997-02-01 | 53.7610077182406 |
| 1997-03-01 | 53.9123948262816 |
| 1997-04-01 | 53.1543732578099 |
| 1997-05-01 | 53.1904160948397 |
| 1997-06-01 | 53.1729097723645 |
| 1997-07-01 | 54.4771460908169 |
| 1997-08-01 | 54.8577702018200 |
| 1997-09-01 | 54.5832232378263 |
| 1997-10-01 | 55.0727864094688 |
| 1997-11-01 | 55.0204392199085 |
| 1997-12-01 | 54.9556033824463 |
| 1998-01-01 | 55.0170927993596 |
| 1998-02-01 | 54.9039756079753 |
| 1998-03-01 | 54.8822361149706 |
| 1998-04-01 | 55.1440859355275 |
| 1998-05-01 | 55.1719682866831 |
| 1998-06-01 | 55.0614352977021 |
| 1998-07-01 | 55.1838280214939 |
| 1998-08-01 | 55.1594342925265 |
| 1998-09-01 | 55.3681061573522 |
| 1998-10-01 | 55.5341264628930 |
| 1998-11-01 | 55.6746313082287 |
| 1998-12-01 | 55.8847374013517 |
| 1999-01-01 | 56.5021786078960 |
| 1999-02-01 | 56.4557492191463 |
| 1999-03-01 | 56.6630277590395 |
| 1999-04-01 | 56.6386033125146 |
| 1999-05-01 | 54.9668610359126 |
| 1999-06-01 | 55.0198752816667 |
| 1999-07-01 | 55.0888289968042 |
| 1999-08-01 | 55.1543236095901 |
| 1999-09-01 | 55.3557881386336 |
| 1999-10-01 | 55.3856111510148 |
| 1999-11-01 | 55.5261551776322 |
| 1999-12-01 | 55.5901638132666 |
| 2000-01-01 | 55.7060991030279 |
| 2000-02-01 | 55.9259720293007 |
| 2000-03-01 | 56.1513971146068 |
| 2000-04-01 | 56.0566106038892 |
| 2000-05-01 | 55.7713942266992 |
| 2000-06-01 | 55.9639342093959 |
| 2000-07-01 | 56.1912940708521 |
| 2000-08-01 | 56.2201717278589 |
| 2000-09-01 | 56.3369802643446 |
| 2000-10-01 | 56.0306194326649 |
| 2000-11-01 | 56.2711833055902 |
| 2000-12-01 | 56.3824689956056 |
| 2001-01-01 | 57.7122872915548 |
| 2001-02-01 | 57.8353008444985 |
| 2001-03-01 | 57.9639589524997 |
| 2001-04-01 | 57.7678768325172 |
| 2001-05-01 | 57.8851135395173 |
| 2001-06-01 | 58.2081613450009 |
| 2001-07-01 | 58.1830356943149 |
| 2001-08-01 | 58.2715433962117 |
| 2001-09-01 | 58.2159486635219 |
| 2001-10-01 | 58.2569484467409 |
| 2001-11-01 | 58.4098090275593 |
| 2001-12-01 | 58.4574841429405 |
| 2002-01-01 | 58.8275697144764 |
| 2002-02-01 | 58.9795726277687 |
| 2002-03-01 | 58.8774415632344 |
| 2002-04-01 | 59.0887404237925 |
| 2002-05-01 | 59.2064886204372 |
| 2002-06-01 | 59.2619876538321 |
| 2002-07-01 | 59.0614769242094 |
| 2002-08-01 | 59.1093958769141 |
| 2002-09-01 | 59.0919578061203 |
| 2002-10-01 | 59.4754957169243 |
| 2002-11-01 | 59.4244051255062 |
| 2002-12-01 | 59.5473002479981 |
| 2003-01-01 | 59.4440494595204 |
| 2003-02-01 | 59.2383980653517 |
| 2003-03-01 | 59.4026083346814 |
| 2003-04-01 | 59.4923018473469 |
| 2003-05-01 | 59.5223087543288 |
| 2003-06-01 | 59.4453961670682 |
| 2003-07-01 | 59.5313654065060 |
| 2003-08-01 | 59.5515388106113 |
| 2003-09-01 | 59.6734141665002 |
| 2003-10-01 | 59.2764579382098 |
| 2003-11-01 | 59.3232801681722 |
| 2003-12-01 | 59.3411928178603 |
| 2004-01-01 | 59.3645700189469 |
| 2004-02-01 | 59.2966355259000 |
| 2004-03-01 | 59.8196480970484 |
| 2004-04-01 | 59.5007509531225 |
| 2004-05-01 | 59.4327034367959 |
| 2004-06-01 | 59.5667408583937 |
| 2004-07-01 | 59.4802904594010 |
| 2004-08-01 | 59.6016754417777 |
| 2004-09-01 | 59.6535234038146 |
| 2004-10-01 | 59.5805440294922 |
| 2004-11-01 | 59.4020771640654 |
| 2004-12-01 | 59.5543493040806 |
| 2005-01-01 | 59.3800648774815 |
| 2005-02-01 | 59.3426310075573 |
| 2005-03-01 | 59.2332416262654 |
| 2005-04-01 | 59.0950907825793 |
| 2005-05-01 | 59.1396254732370 |
| 2005-06-01 | 59.2200928681198 |
| 2005-07-01 | 59.2294072183161 |
| 2005-08-01 | 58.9593150054411 |
| 2005-09-01 | 58.9429209721514 |
| 2005-10-01 | 58.9723421862751 |
| 2005-11-01 | 59.0846495001213 |
| 2005-12-01 | 58.9626419616836 |
| 2006-01-01 | 58.9921433318649 |
| 2006-02-01 | 59.1683742500900 |
| 2006-03-01 | 59.3370964951091 |
| 2006-04-01 | 59.4025389676223 |
| 2006-05-01 | 59.3414291623978 |
| 2006-06-01 | 59.3801958708618 |
| 2006-07-01 | 59.1787892608501 |
| 2006-08-01 | 59.5328010056563 |
| 2006-09-01 | 59.7512736437929 |
| 2006-10-01 | 59.4546619999540 |
| 2006-11-01 | 59.5595739544550 |
| 2006-12-01 | 59.4875503275775 |
| 2007-01-01 | 59.5928147396517 |
| 2007-02-01 | 59.5821932662456 |
| 2007-03-01 | 59.5302922025556 |
| 2007-04-01 | 59.6022666659837 |
| 2007-05-01 | 59.7299742540110 |
| 2007-06-01 | 59.7370659138674 |
| 2007-07-01 | 60.0560938727271 |
| 2007-08-01 | 60.0203356361464 |
| 2007-09-01 | 60.1775231160539 |
| 2007-10-01 | 60.2174196542479 |
| 2007-11-01 | 60.5511667925089 |
| 2007-12-01 | 60.4028125484601 |
| 2008-01-01 | 60.4874682348264 |
| 2008-02-01 | 60.4886938249116 |
| 2008-03-01 | 60.4175087146120 |
| 2008-04-01 | 60.7052169305764 |
| 2008-05-01 | 60.7064738825333 |
| 2008-06-01 | 60.6810379807822 |
| 2008-07-01 | 60.7400992280674 |
| 2008-08-01 | 60.7246173919682 |
| 2008-09-01 | 60.6137920420023 |
| 2008-10-01 | 60.4809480067047 |
| 2008-11-01 | 60.3457785272829 |
| 2008-12-01 | 60.4187597296856 |
| 2009-01-01 | 60.1873481731671 |
| 2009-02-01 | 60.1009542911549 |
| 2009-03-01 | 59.8900061894314 |
| 2009-04-01 | 59.7017945003113 |
| 2009-05-01 | 59.5887452149290 |
| 2009-06-01 | 59.4926577423402 |
| 2009-07-01 | 59.4363030402238 |
| 2009-08-01 | 59.4296891729308 |
| 2009-09-01 | 59.1511971710326 |
| 2009-10-01 | 59.4480865129620 |
| 2009-11-01 | 59.4560711340395 |
| 2009-12-01 | 59.3245859345152 |
| 2010-01-01 | 59.8038584274622 |
| 2010-02-01 | 59.3070508731236 |
| 2010-03-01 | 59.4623983952791 |
| 2010-04-01 | 59.4132919777423 |
| 2010-05-01 | 59.4789364815882 |
| 2010-06-01 | 59.2678879393851 |
| 2010-07-01 | 59.4230381865180 |
| 2010-08-01 | 59.5253621608470 |
| 2010-09-01 | 59.6885448718157 |
| 2010-10-01 | 59.8307953231912 |
| 2010-11-01 | 59.7599392810308 |
| 2010-12-01 | 59.9386182658862 |
| 2011-01-01 | 60.0341372961372 |
| 2011-02-01 | 60.1275226221155 |
| 2011-03-01 | 60.1369645496495 |
| 2011-04-01 | 60.6241490831933 |
| 2011-05-01 | 60.2792978233822 |
| 2011-06-01 | 60.2226498868432 |
| 2011-07-01 | 60.1963442140466 |
| 2011-08-01 | 60.1017768052950 |
| 2011-09-01 | 60.1067700957904 |
| 2011-10-01 | 60.3317491355923 |
| 2011-11-01 | 60.4761465736520 |
| 2011-12-01 | 60.2547630853216 |
| 2012-01-01 | 60.6675376977759 |
| 2012-02-01 | 60.8485706362246 |
| 2012-03-01 | 61.0336234508817 |
| 2012-04-01 | 61.1428015375695 |
| 2012-05-01 | 61.1880083721582 |
| 2012-06-01 | 61.3657821944962 |
| 2012-07-01 | 61.4435692001374 |
| 2012-08-01 | 61.5620834509411 |
| 2012-09-01 | 61.7130396314094 |
| 2012-10-01 | 61.8547712201558 |
| 2012-11-01 | 61.9920397680860 |
| 2012-12-01 | 62.0725326204831 |
| 2013-01-01 | 62.1020363500665 |
| 2013-02-01 | 62.2748225498804 |
| 2013-03-01 | 62.3538526861789 |
| 2013-04-01 | 62.3499149519011 |
| 2013-05-01 | 62.5016600311397 |
| 2013-06-01 | 62.9067859420621 |
| 2013-07-01 | 62.5796696055435 |
| 2013-08-01 | 62.9202385036543 |
| 2013-09-01 | 62.9033071901100 |
| 2013-10-01 | 62.9811230162803 |
| 2013-11-01 | 63.1184750256031 |
| 2013-12-01 | 63.2935345002358 |
| 2014-01-01 | 63.4319174981276 |
| 2014-02-01 | 63.4901361712249 |
| 2014-03-01 | 63.7995075316909 |
| 2014-04-01 | 63.9497079324707 |
| 2014-05-01 | 64.1024584551103 |
| 2014-06-01 | 64.0591456150490 |
| 2014-07-01 | 64.4203733778164 |
| 2014-08-01 | 64.7729974367543 |
| 2014-09-01 | 64.7039811566655 |
| 2014-10-01 | 64.4039317717494 |
| 2014-11-01 | 64.6314731482374 |
| 2014-12-01 | 64.7178486452160 |
| 2015-01-01 | 64.8604423042565 |
| 2015-02-01 | 64.9072436841706 |
| 2015-03-01 | 65.0570237939287 |
| 2015-04-01 | 65.0326943862262 |
| 2015-05-01 | 65.1844610253089 |
| 2015-06-01 | 65.5188994705686 |
| 2015-07-01 | 65.7829353049270 |
| 2015-08-01 | 65.9436718778138 |
| 2015-09-01 | 66.1013869153277 |
| 2015-10-01 | 66.2130536988100 |
| 2015-11-01 | 66.5433021443259 |
| 2015-12-01 | 66.8471936291811 |
| 2016-01-01 | 66.9713797800668 |
| 2016-02-01 | 67.2240277613037 |
| 2016-03-01 | 67.3173036892312 |
| 2016-04-01 | 67.5127004328233 |
| 2016-05-01 | 67.5550353404588 |
| 2016-06-01 | 67.6840381720188 |
| 2016-07-01 | 67.7553333461815 |
| 2016-08-01 | 67.7360606747795 |
| 2016-09-01 | 67.9217939779775 |
| 2016-10-01 | 68.0105949205832 |
| 2016-11-01 | 68.0353798201197 |
| 2016-12-01 | 68.1609144944953 |
| 2017-01-01 | 68.7836555781247 |
| 2017-02-01 | 68.6377487507048 |
| 2017-03-01 | 68.5606799893278 |
| 2017-04-01 | 68.8964558960945 |
| 2017-05-01 | 69.0364946877253 |
| 2017-06-01 | 68.9535235960204 |
| 2017-07-01 | 69.1447494502867 |
| 2017-08-01 | 69.3553679273985 |
| 2017-09-01 | 69.2316923341105 |
| 2017-10-01 | 69.4903114016453 |
| 2017-11-01 | 69.6326119185677 |
| 2017-12-01 | 69.5614751701401 |
| 2018-01-01 | 69.4779325979818 |
| 2018-02-01 | 69.6540389670463 |
| 2018-03-01 | 69.6748857046393 |
| 2018-04-01 | 69.8982380112880 |
| 2018-05-01 | 70.0413963558212 |
| 2018-06-01 | 70.1427399261516 |
| 2018-07-01 | 70.0355177900728 |
| 2018-08-01 | 70.4789774359493 |
| 2018-09-01 | 70.4492852367945 |
| 2018-10-01 | 70.3652812272875 |
| 2018-11-01 | 70.5148352976897 |
| 2018-12-01 | 70.5362548612580 |
| 2019-01-01 | 70.9728075393307 |
| 2019-02-01 | 70.7699305022945 |
| 2019-03-01 | 70.9628434635035 |
| 2019-04-01 | 71.2113494470741 |
| 2019-05-01 | 71.4806100541264 |
| 2019-06-01 | 71.6429732912677 |
| 2019-07-01 | 71.7359939370174 |
| 2019-08-01 | 71.6002809586307 |
| 2019-09-01 | 71.6380123185728 |
| 2019-10-01 | 72.0554795147742 |
| 2019-11-01 | 72.2065515306794 |
| 2019-12-01 | 72.3972365205489 |
| 2020-01-01 | 72.3513306214224 |
| 2020-02-01 | 72.7894206058407 |
| 2020-03-01 | 69.6253671070100 |
| 2020-04-01 | 23.5371970602567 |
| 2020-05-01 | 27.7398370979519 |
| 2020-06-01 | 39.1562927123752 |
| 2020-07-01 | 57.4336305098954 |
| 2020-08-01 | 59.5154036876144 |
| 2020-09-01 | 59.9245123718835 |
| 2020-10-01 | 61.2683708282499 |
| 2020-11-01 | 61.2930037743243 |
| 2020-12-01 | 60.6391742101677 |
| 2021-01-01 | 61.0319665701504 |
| 2021-02-01 | 61.3944347407394 |
| 2021-03-01 | 61.9882380028182 |
| 2021-04-01 | 62.2610815349451 |
| 2021-05-01 | 62.7066965747797 |
| 2021-06-01 | 62.9752050192862 |
| 2021-07-01 | 64.0490982546101 |
| 2021-08-01 | 64.5116609570082 |
| 2021-09-01 | 65.0917923676409 |
| 2021-10-01 | 65.8018460353834 |
| 2021-11-01 | 66.3942583804558 |
| 2021-12-01 | 66.6817082275522 |
| 2022-01-01 | 66.8031039403773 |
| 2022-02-01 | 67.5961511867431 |
| 2022-03-01 | 67.6570465312444 |
| 2022-04-01 | 67.9751880552579 |
| 2022-05-01 | 68.0599252102802 |
| 2022-06-01 | 68.3005056399012 |
| 2022-07-01 | 68.4743509047102 |
| 2022-08-01 | 68.5954013776356 |
| 2022-09-01 | 68.6766748425839 |
| 2022-10-01 | 68.6411094722639 |
| 2022-11-01 | 68.7842344663464 |
| 2022-12-01 | 68.9279473128223 |
| 2023-01-01 | 68.9766675732985 |
| 2023-02-01 | 69.1894292240902 |
| 2023-03-01 | 69.4505344020735 |
| 2023-04-01 | 69.4692325125592 |
| 2023-05-01 | 69.6997461189812 |
| 2023-06-01 | 69.7238485842033 |
| 2023-07-01 | 69.8091745201943 |
| 2023-08-01 | 69.9731954206469 |
| 2023-09-01 | 70.1628352799451 |
| 2023-10-01 | 70.1781005695541 |
| 2023-11-01 | 70.3823737077425 |
| 2023-12-01 | 70.5886264749103 |
| 2024-01-01 | 70.7440135128418 |
| 2024-02-01 | 70.7857479230509 |
| 2024-03-01 | 70.8586517700643 |
| 2024-04-01 | 70.9569679363092 |
| 2024-05-01 | 71.1153253167498 |
| 2024-06-01 | 71.3406304701365 |
| 2024-07-01 | 71.4358817498146 |
| 2024-08-01 | 71.6666476028312 |
| 2024-09-01 | 71.6647071363351 |
| 2024-10-01 | 71.5970299171173 |
| 2024-11-01 | 71.6815514216772 |
| 2024-12-01 | 71.9603250108334 |
| 2025-01-01 | 71.7129162842225 |
| 2025-02-01 | 71.7767166487374 |
| 2025-03-01 | 71.8802631199400 |
| 2025-04-01 | 71.9408711164375 |
| 2025-05-01 | 72.0246885309329 |
| 2025-06-01 | 72.1550874553944 |
| 2025-07-01 | 72.1529997748447 |
| 2025-08-01 | 72.0650529749820 |
| 2025-09-01 | 72.3675398485190 |
| 2025-10-01 | 72.7987169896217 |
| 2025-11-01 | 72.6880150353387 |
| 2025-12-01 | 72.8460777760777 |
| 2026-01-01 | 73.3897437349044 |
| 2026-02-01 | 74.5705185423323 |
| 2026-03-01 | 72.5969868401233 |
| 2026-04-01 | 73.1305845200251 |
| 2026-05-01 | 73.0297244537106 |